Analyse Podcast The Future of Generative AI in Southeast Asia with Ong Peng Tsin
21 snips
Aug 11, 2023 Venture investor Ong Peng Tsin explores generative AI’s potential across Southeast Asia, from local-language models and startup opportunities to automation in services, agriculture, and customer relationships. He also weighs the limits of large language models in critical settings, the risks of hallucinations, and how AI could reshape business models and the value of work.
AI Snips
Chapters
Transcript
Episode notes
Emergence Comes From Scale, Not New Theory
- Current LLMs show emergent 'talking' behavior because of scale and data.
- We still lack understanding of why emergent behaviors arise at those scales.
Put Tractable Boundaries Around Neural Nets
- For mission-critical uses, combine neural nets with predictable, rule-based boundaries.
- Avoid relying solely on neural networks to control other neural networks in safety-critical systems.
LLMs Are Likely Commodities Without Proprietary Data
- Foundation LLMs will become commoditized unless they include proprietary data.
- Differentiation will come from unique training data or industry-specific knowledge.